Triple
T84069
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pine Mountain, Georgia |
E1690
|
entity |
| Predicate | roadAccess |
P385
|
FINISHED |
| Object |
U.S. Route 27
U.S. Route 27 is a major north–south United States highway running from Florida to Michigan, passing through several southeastern and midwestern states.
|
E34105
|
NE FINISHED |
How this triple was built (5 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: U.S. Route 27 | Statement: [Pine Mountain, Georgia, roadAccess, U.S. Route 27]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: U.S. Route 27 Context triple: [Pine Mountain, Georgia, roadAccess, U.S. Route 27]
-
A.
U.S. Route 29
U.S. Route 29 is a major north–south U.S. Highway running from Florida to Virginia, connecting numerous cities across the southeastern and mid-Atlantic United States.
-
B.
U.S. Route 27 Alternate
U.S. Route 27 Alternate is an auxiliary U.S. highway that provides an alternate north–south route to U.S. Route 27 through parts of Georgia and neighboring states.
-
C.
U.S. Route 20
U.S. Route 20 is a major east–west United States highway that stretches from the Pacific Northwest to New England, serving as one of the longest roads in the national highway system.
-
D.
U.S. Route 75
U.S. Route 75 is a major north–south U.S. Highway running from Texas through the central United States, serving as a key transportation corridor for cities such as Dallas.
-
E.
U.S. Route 34
U.S. Route 34 is a major east–west U.S. Highway running from Colorado through the Midwest to Illinois, serving as an important regional transportation corridor.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: U.S. Route 27 Triple: [Pine Mountain, Georgia, roadAccess, U.S. Route 27]
Generated description
U.S. Route 27 is a major north–south United States highway running from Florida to Michigan, passing through several southeastern and midwestern states.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: U.S. Route 27 Target entity description: U.S. Route 27 is a major north–south United States highway running from Florida to Michigan, passing through several southeastern and midwestern states.
-
A.
U.S. Route 29
U.S. Route 29 is a major north–south U.S. Highway running from Florida to Virginia, connecting numerous cities across the southeastern and mid-Atlantic United States.
-
B.
U.S. Route 27 Alternate
chosen
U.S. Route 27 Alternate is an auxiliary U.S. highway that provides an alternate north–south route to U.S. Route 27 through parts of Georgia and neighboring states.
-
C.
U.S. Route 20
U.S. Route 20 is a major east–west United States highway that stretches from the Pacific Northwest to New England, serving as one of the longest roads in the national highway system.
-
D.
U.S. Route 75
U.S. Route 75 is a major north–south U.S. Highway running from Texas through the central United States, serving as a key transportation corridor for cities such as Dallas.
-
E.
U.S. Route 34
U.S. Route 34 is a major east–west U.S. Highway running from Colorado through the Midwest to Illinois, serving as an important regional transportation corridor.
- F. None of above.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: roadAccess Context triple: [Pine Mountain, Georgia, roadAccess, U.S. Route 27]
-
A.
roadFeature
Indicates that an entity is a specific physical or functional characteristic associated with a road, such as its structure, markings, or related infrastructure.
-
B.
roadType
Indicates the classification or category of a road based on its functional or physical characteristics.
-
C.
roadSystem
Indicates a relationship where multiple roads are organized and connected as part of a larger, integrated transportation network or infrastructure.
-
D.
streetNetwork
Indicates the layout and connectivity relationships among streets within a geographic area, including how roads intersect, link, and form a navigable network.
-
E.
hasMajorHighway
chosen
Indicates that a location or area is served by or directly connected to a major highway route.
- F. None of above.
Provenance (6 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69a24c8150408190910a693eb51c1f71 |
completed | Feb. 28, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69a24f4e73c081908d2da146226ef05e |
completed | Feb. 28, 2026, 2:13 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a4253b21b08190934efd309eec7228 |
completed | March 1, 2026, 11:38 a.m. |
| NEDg | Description generation | batch_69a425ff66b48190a3e060ee9bc593d8 |
completed | March 1, 2026, 11:41 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a42626a4e4819092b4417999e17aec |
completed | March 1, 2026, 11:42 a.m. |
| PD | Predicate disambiguation | batch_69a24eb469548190b38c24e81f36c838 |
completed | Feb. 28, 2026, 2:11 a.m. |
Created at: Feb. 28, 2026, 2:06 a.m.